YuriyGavrilov commented on issue #8604:
URL: https://github.com/apache/seatunnel/issues/8604#issuecomment-2638901983
make some config update to filter rows like this
```
env {
parallelism = 1
job.mode = "BATCH"
read_limit.rows_per_second = 120
}
source {
LocalFile {
schema {
fields {
no = string
answer = string
}
}
path = "/config/2data44.csv"
file_format_type = "text"
field_delimiter = "\t"
csv.quote_char = "\""
skip_header_row_number = 1
read_columns = ["no", "answer"]
plugin_output = "source_table"
parse_options {
skip_empty_rows = true
allow_missing_values = true
error_handling = "skip_row"
}
}
}
transform {
Sql {
plugin_input = "source_table"
source_table_name = "source_table"
result_table_name = "cleaned_table"
plugin_output = "cleaned_output"
query = """
SELECT
REGEXP_REPLACE(
no,
'[^\\sа-яА-ЯёЁ0-9\\.,!\\?;:\\\"«»\\(\\)\\-]',
' '
) AS cleaned_no,
REGEXP_REPLACE(
answer,
'[^\\sа-яА-ЯёЁ0-9\\.,!\\?;:\\\"«»\\(\\)\\-]',
' '
) AS cleaned_answer
FROM source_table
"""
}
LLM {
plugin_input = "cleaned_output"
source_table_name = "cleaned_table"
result_table_name = "llm_processed_table"
plugin_output = "llm_output"
model_provider = OPENAI
inference_columns = ["cleaned_answer"]
model = gpt-4o-mini
# error_handling = "SKIP"
timeout = 950000
retry_times = 3
batch_size = 1
delay_between_requests = 2000
normalize_input = true
min_message_length = 2
api_key = "XXXXX" #
# output_column = "llm_result" # Добавьте output_column
api_path = "https://api.XXXX/openai/v1/chat/completions";
error_handling {
mode = "SKIP"
default_value = "999"
}
request_limits {
max_requests_per_minute = 100
max_tokens_per_minute = 200000
}
request_config {
temperature = 0.0
max_tokens = 30000
top_p = 1.0
}
output_data_type = "STRING"
input_fields = ["cleaned_answer"]
result_field = "llm_summary"
append_fields = ["cleaned_no", "cleaned_answer"]
prompt = "XXXX ${cleaned_answer}. XXXXX"
}
}
sink {
LocalFile {
plugin_input = "llm_output"
columns = ["cleaned_no", "cleaned_answer", "llm_summary"]
path = "/config/3data_out.csv"
file_format_type = "text"
field_delimiter = "\t"
encoding = "UTF-8"
rolling_policy.size = "128MB"
data_save_mode = "APPEND_DATA"
enable_checkpoint = true
tmp_path = "/config/tmp/sea"
write_options {
max_rows_in_memory = 100000
batch_size = 500
retry_times = 3
retry_interval = 1000
}
}
}
```
received error close to the end of main file
```
2025-02-05 22:20:55,446 ERROR [o.a.s.c.s.SeaTunnel ] [main] -
===============================================================================
2025-02-05 22:20:55,446 ERROR [o.a.s.c.s.SeaTunnel ] [main] -
Fatal Error,
�2025-02-05 22:20:55,446 ERROR [o.a.s.c.s.SeaTunnel ] [main] -
Please submit bug report in https://github.com/apache/seatunnel/issues
2025-02-05 22:20:55,446 ERROR [o.a.s.c.s.SeaTunnel ] [main] -
Reason:SeaTunnel job executed failed
�2025-02-05 22:20:55,447 ERROR [o.a.s.c.s.SeaTunnel ] [main] -
Exception
StackTrace:org.apache.seatunnel.core.starter.exception.CommandExecuteException:
SeaTunnel job executed failed
at
org.apache.seatunnel.core.starter.seatunnel.command.ClientExecuteCommand.execute(ClientExecuteCommand.java:228)
at org.apache.seatunnel.core.starter.SeaTunnel.run(SeaTunnel.java:40)
at
org.apache.seatunnel.core.starter.seatunnel.SeaTunnelClient.main(SeaTunnelClient.java:34)
Caused by:
org.apache.seatunnel.engine.common.exception.SeaTunnelEngineException:
org.apache.seatunnel.connectors.seatunnel.file.exception.FileConnectorException:
ErrorCode:[FILE-08], ErrorDescription:[File read failed] - Read data from this
file [source_table_file:/config/2data44.csv] failed
� at
org.apache.seatunnel.connectors.seatunnel.file.source.reader.MultipleTableFileSourceReader.pollNext(MultipleTableFileSourceReader.java:85)
at
org.apache.seatunnel.engine.server.task.flow.SourceFlowLifeCycle.collect(SourceFlowLifeCycle.java:159)
at
org.apache.seatunnel.engine.server.task.SourceSeaTunnelTask.collect(SourceSeaTunnelTask.java:127)
at
org.apache.seatunnel.engine.server.task.SeaTunnelTask.stateProcess(SeaTunnelTask.java:169)
at
org.apache.seatunnel.engine.server.task.SourceSeaTunnelTask.call(SourceSeaTunnelTask.java:132)
at
org.apache.seatunnel.engine.server.TaskExecutionService$BlockingWorker.run(TaskExecutionService.java:694)
at
org.apache.seatunnel.engine.server.TaskExecutionService$NamedTaskWrapper.run(TaskExecutionService.java:1019)
at
org.apache.seatunnel.api.tracing.MDCRunnable.run(MDCRunnable.java:43)
at
java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
at java.util.concurrent.FutureTask.run(FutureTask.java:266)
at
java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at
java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:750)
Caused by: java.lang.RuntimeException: Failed to inference model with row
SeaTunnelRow{tableId=, kind=+I, fields=[2094884, "REMOVED THIS TEXT but it is
looks like good visually"]}
at
org.apache.seatunnel.transform.nlpmodel.llm.LLMTransform.getOutputFieldValue(LLMTransform.java:160)
at
org.apache.seatunnel.transform.common.SingleFieldOutputTransform.transformRow(SingleFieldOutputTransform.java:47)
at
org.apache.seatunnel.transform.common.SingleFieldOutputTransform.transformRow(SingleFieldOutputTransform.java:35)
at
org.apache.seatunnel.transform.common.AbstractSeaTunnelTransform.transform(AbstractSeaTunnelTransform.java:80)
at
org.apache.seatunnel.transform.common.AbstractCatalogSupportMapTransform.map(AbstractCatalogSupportMapTransform.java:42)
at
org.apache.seatunnel.transform.common.AbstractCatalogSupportMapTransform.map(AbstractCatalogSupportMapTransform.java:27)
at
org.apache.seatunnel.transform.common.AbstractMultiCatalogMapTransform.map(AbstractMultiCatalogMapTransform.java:40)
at
org.apache.seatunnel.transform.common.AbstractMultiCatalogMapTransform.map(AbstractMultiCatalogMapTransform.java:28)
at
org.apache.seatunnel.engine.server.task.flow.TransformFlowLifeCycle.transform(TransformFlowLifeCycle.java:160)
at
org.apache.seatunnel.engine.server.task.flow.TransformFlowLifeCycle.received(TransformFlowLifeCycle.java:122)
at
org.apache.seatunnel.engine.server.task.flow.TransformFlowLifeCycle.received(TransformFlowLifeCycle.java:43)
at
org.apache.seatunnel.engine.server.task.SeaTunnelSourceCollector.sendRecordToNext(SeaTunnelSourceCollector.java:195)
at
org.apache.seatunnel.engine.server.task.SeaTunnelSourceCollector.collect(SeaTunnelSourceCollector.java:112)
� at
org.apache.seatunnel.connectors.seatunnel.file.source.reader.TextReadStrategy.lambda$readProcess$0(TextReadStrategy.java:133)
at
java.util.stream.ForEachOps$ForEachOp$OfRef.accept(ForEachOps.java:183)
at java.util.stream.SliceOps$1$1.accept(SliceOps.java:204)
at java.util.Iterator.forEachRemaining(Iterator.java:116)
at
java.util.Spliterators$IteratorSpliterator.forEachRemaining(Spliterators.java:1801)
at
java.util.stream.AbstractPipeline.copyInto(AbstractPipeline.java:482)
at
java.util.stream.AbstractPipeline.wrapAndCopyInto(AbstractPipeline.java:472)
at
java.util.stream.ForEachOps$ForEachOp.evaluateSequential(ForEachOps.java:150)
at
java.util.stream.ForEachOps$ForEachOp$OfRef.evaluateSequential(ForEachOps.java:173)
at
java.util.stream.AbstractPipeline.evaluate(AbstractPipeline.java:234)
at
java.util.stream.ReferencePipeline.forEach(ReferencePipeline.java:485)
at
org.apache.seatunnel.connectors.seatunnel.file.source.reader.TextReadStrategy.readProcess(TextReadStrategy.java:104)
� at
org.apache.seatunnel.connectors.seatunnel.file.source.reader.AbstractReadStrategy.resolveArchiveCompressedInputStream(AbstractReadStrategy.java:268)
at
org.apache.seatunnel.connectors.seatunnel.file.source.reader.TextReadStrategy.read(TextReadStrategy.java:71)
� at
org.apache.seatunnel.connectors.seatunnel.file.source.reader.MultipleTableFileSourceReader.pollNext(MultipleTableFileSourceReader.java:81)
... 12 more
Caused by: java.net.SocketTimeoutException: Read timed out
at java.net.SocketInputStream.socketRead0(Native Method)
at java.net.SocketInputStream.socketRead(SocketInputStream.java:116)
at java.net.SocketInputStream.read(SocketInputStream.java:171)
at java.net.SocketInputStream.read(SocketInputStream.java:141)
at
sun.security.ssl.SSLSocketInputRecord.read(SSLSocketInputRecord.java:464)
at
sun.security.ssl.SSLSocketInputRecord.bytesInCompletePacket(SSLSocketInputRecord.java:68)
at
sun.security.ssl.SSLSocketImpl.readApplicationRecord(SSLSocketImpl.java:1346)
at sun.security.ssl.SSLSocketImpl.access$300(SSLSocketImpl.java:73)
at
sun.security.ssl.SSLSocketImpl$AppInputStream.read(SSLSocketImpl.java:962)
at
org.apache.http.impl.io.SessionInputBufferImpl.streamRead(SessionInputBufferImpl.java:139)
at
org.apache.http.impl.io.SessionInputBufferImpl.fillBuffer(SessionInputBufferImpl.java:155)
at
org.apache.http.impl.io.SessionInputBufferImpl.readLine(SessionInputBufferImpl.java:284)
at
org.apache.http.impl.conn.DefaultHttpResponseParser.parseHead(DefaultHttpResponseParser.java:138)
at
org.apache.http.impl.conn.DefaultHttpResponseParser.parseHead(DefaultHttpResponseParser.java:56)
at
org.apache.http.impl.io.AbstractMessageParser.parse(AbstractMessageParser.java:261)
at
org.apache.http.impl.DefaultBHttpClientConnection.receiveResponseHeader(DefaultBHttpClientConnection.java:165)
at
org.apache.http.impl.conn.CPoolProxy.receiveResponseHeader(CPoolProxy.java:157)
at
org.apache.http.protocol.HttpRequestExecutor.doReceiveResponse(HttpRequestExecutor.java:272)
at
org.apache.http.protocol.HttpRequestExecutor.execute(HttpRequestExecutor.java:124)
at
org.apache.http.impl.execchain.MainClientExec.execute(MainClientExec.java:272)
at
org.apache.http.impl.execchain.ProtocolExec.execute(ProtocolExec.java:186)
at
org.apache.http.impl.execchain.RetryExec.execute(RetryExec.java:89)
at
org.apache.http.impl.execchain.RedirectExec.execute(RedirectExec.java:110)
at
org.apache.http.impl.client.InternalHttpClient.doExecute(InternalHttpClient.java:185)
at
org.apache.http.impl.client.CloseableHttpClient.execute(CloseableHttpClient.java:83)
at
org.apache.http.impl.client.CloseableHttpClient.execute(CloseableHttpClient.java:108)
at
org.apache.seatunnel.transform.nlpmodel.llm.remote.kimiai.KimiAIModel.chatWithModel(KimiAIModel.java:75)
at
org.apache.seatunnel.transform.nlpmodel.llm.remote.AbstractModel.inference(AbstractModel.java:97)
at
org.apache.seatunnel.transform.nlpmodel.llm.LLMTransform.getOutputFieldValue(LLMTransform.java:142)
... 39 more
at
org.apache.seatunnel.core.starter.seatunnel.command.ClientExecuteCommand.execute(ClientExecuteCommand.java:220)
... 2 more
```
this time it processed 7300 lines, so i will dig into filtering more. but
interesting that LLM did'n show anything and can't skip errors.
```
2025-02-05 22:20:46,888 INFO [o.a.s.e.c.j.JobMetricsRunner ]
[job-metrics-runner-939621343589040129] -
***********************************************
Job Progress Information
***********************************************
Job Id : 939621343589040129
Read Count So Far : 7364
Write Count So Far : 7360
Average Read Count : 1/s
Average Write Count : 1/s
Last Statistic Time : 2025-02-05 22:19:46
Current Statistic Time : 2025-02-05 22:20:46
***********************************************
2025-02-05 22:20:52,306 WARN [o.a.s.e.s.TaskExecutionService]
[BlockingWorker-TaskGroupLocation{jobId=939621343589040129, pipelineId=1,
taskGroupId=50000}] - [localhost]:5801 [seatunnel-1050] [5.1] Exception in
org.apache.seatunnel.engine.server.task.SourceSeaTunnelTask@60c5a77f
�org.apache.seatunnel.connectors.seatunnel.file.exception.FileConnectorException:
ErrorCode:[FILE-08], ErrorDescription:[File read failed] - Read data from this
file [source_table_file:/config/2data44.csv] failed
```
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